Personalization

  1. Hybrid recommendation model improved interior design package suggestions
    A hybrid machine learning recommendation system for interior design services balances customization with cost constraints, achieving 83.62% accuracy in predicting user preferences.
  2. Preferences and detail mattered most in supplementary materials
    Study of 96 undergraduates examining how relevance, clarity, detail, examples, and preferences influence perceived usefulness of supplementary materials in software engineering education.
  3. AI in higher education offers benefits and raises governance concerns
    Explore AI's transformative impact on higher education, examining opportunities in personalized learning alongside challenges in academic integrity, bias, and institutional governance.
  4. SharePoint migration requires planning, governance, and user support
    Enterprise SharePoint migration framework integrating strategies, governance practices, security protocols, and change management for successful cloud transition and compliance alignment.
  5. Russian cognitive distortions form a hierarchical co-occurrence network
    Study validates cognitive distortion architecture in Russian discourse using AI analysis of 249,414 social media texts, identifying 443,447 distortion instances across 18 categories with stable.